Atomic surface tensions are parameterized for use with salvation models in
which the electrostatic part of the calculation is based on the conductor-l
ike screening model (COSMO) and the semiempirical molecular orbital methods
AM1, PM3, and MNDO/d. The convergence of the calculated polarization free
energies with respect to the numerical parameters of the electrostatic calc
ulations is first examined. The accuracy and precision of the calculated va
lues are improved significantly by adjusting two parameters that control th
e segmentation of the solvent-accessible surface that is used for the calcu
lations. The accuracy of COSMO calculations is further improved by adopting
an optimized set of empirical electrostatic atomic radii. Finally, the ele
ctrostatic calculation is combined with SM5-type atomic surface tension fun
ctionals that are used to compute the nonelectrostatic portions of the solv
ation free energy. All parameterizations are carried out using rigid (R) ga
s-phase geometries; this combination (SM5-type surface tensions, COSMO elec
trostatics, and rigid geometries) is called SM5CR. Six air-water and 76 wat
er-solvent partition coefficients are added to the training set of air-solv
ent data points previously used to parameterize the SM5 suite of solvation
models, thereby bringing the total number of data points in the training se
t to 2266. The model yields free energies of solvation and transfer with me
an unsigned errors of 0.63, 0.59, and 0.61 kcal/mol for AM1, PM3, and MNDO/
d, respectively, over all 2217 data points for neutral solutes in the train
ing set and mean unsigned errors of 3.0, 2.7, and 3.1 kcal/mol, respectivel
y, for 49 data points for the ions. (C) 2000 John Wiley & Sons, Inc.